latest
latest
stable
v0.1.26
v0.1.25
v0.1.24
v0.1.23
v0.1.22
v0.1.21
v0.1.20
v0.1.19
v0.1.18
v0.1.17
v0.1.16
v0.1.15
v0.1.14
v0.1.13
v0.1.12
v0.1.11
v0.1.10
v0.1.9
v0.1.8
v0.1.7
v0.1.6
v0.1.5
v0.1.4
v0.1.3
v0.1.2
v0.1.1
v0.1.0
Quickstart
Tutorials
API Reference
Development
Probabilistic Numerics
GitHub
PyPI
Index
_
|
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
J
|
K
|
L
|
M
|
N
|
O
|
P
|
Q
|
R
|
S
|
T
|
U
|
V
|
W
|
X
|
Z
_
__call__() (probnum._config.Configuration method)
(probnum.diffeq.callbacks.DiscreteCallback method)
(probnum.diffeq.callbacks.ODESolverCallback method)
(probnum.diffeq.odefilter.approx_strategies.ApproximationStrategy method)
(probnum.diffeq.odefilter.approx_strategies.EK0 method)
(probnum.diffeq.odefilter.approx_strategies.EK1 method)
(probnum.diffeq.odefilter.information_operators.ApproximateInformationOperator method)
(probnum.diffeq.odefilter.information_operators.InformationOperator method)
(probnum.diffeq.odefilter.information_operators.LocallyLinearizedInformationOperator method)
(probnum.diffeq.odefilter.information_operators.ODEInformationOperator method)
(probnum.diffeq.odefilter.information_operators.ODEResidual method)
(probnum.diffeq.odefilter.init_routines.ForwardMode method)
(probnum.diffeq.odefilter.init_routines.ForwardModeJVP method)
(probnum.diffeq.odefilter.init_routines.InitializationRoutine method)
(probnum.diffeq.odefilter.init_routines.NonProbabilisticFit method)
(probnum.diffeq.odefilter.init_routines.NonProbabilisticFitWithJacobian method)
(probnum.diffeq.odefilter.init_routines.ReverseMode method)
(probnum.diffeq.odefilter.init_routines.Stack method)
(probnum.diffeq.odefilter.init_routines.StackWithJacobian method)
(probnum.diffeq.odefilter.init_routines.TaylorMode method)
(probnum.diffeq.odefilter.ODEFilterSolution method)
(probnum.diffeq.ODESolution method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyODESolution method)
(probnum.diffeq.perturbed.step.PerturbedStepSolution method)
(probnum.filtsmooth.gaussian.FilteringPosterior method)
(probnum.filtsmooth.gaussian.KalmanPosterior method)
(probnum.filtsmooth.gaussian.SmoothingPosterior method)
(probnum.filtsmooth.optim.FiltSmoothStoppingCriterion method)
(probnum.filtsmooth.particle.ParticleFilterPosterior method)
(probnum.filtsmooth.TimeSeriesPosterior method)
(probnum.functions.Function method)
(probnum.functions.LambdaFunction method)
(probnum.functions.ScaledFunction method)
(probnum.functions.SumFunction method)
(probnum.functions.Zero method)
(probnum.LambdaStoppingCriterion method)
(probnum.linalg.solvers.belief_updates.LinearSolverBeliefUpdate method)
(probnum.linalg.solvers.belief_updates.matrix_based.MatrixBasedLinearBeliefUpdate method)
(probnum.linalg.solvers.belief_updates.matrix_based.SymmetricMatrixBasedLinearBeliefUpdate method)
(probnum.linalg.solvers.belief_updates.solution_based.ProjectedResidualBeliefUpdate method)
(probnum.linalg.solvers.information_ops.LinearSolverInformationOp method)
(probnum.linalg.solvers.information_ops.MatVecInformationOp method)
(probnum.linalg.solvers.information_ops.ProjectedResidualInformationOp method)
(probnum.linalg.solvers.policies.ConjugateGradientPolicy method)
(probnum.linalg.solvers.policies.LinearSolverPolicy method)
(probnum.linalg.solvers.policies.RandomUnitVectorPolicy method)
(probnum.linalg.solvers.stopping_criteria.LinearSolverStoppingCriterion method)
(probnum.linalg.solvers.stopping_criteria.MaxIterationsStoppingCriterion method)
(probnum.linalg.solvers.stopping_criteria.PosteriorContractionStoppingCriterion method)
(probnum.linalg.solvers.stopping_criteria.ResidualNormStoppingCriterion method)
(probnum.linops.BlockDiagonalMatrix method)
(probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LambdaLinearOperator method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
(probnum.quad.integration_measures.GaussianMeasure method)
(probnum.quad.integration_measures.IntegrationMeasure method)
(probnum.quad.integration_measures.LebesgueMeasure method)
(probnum.quad.solvers.acquisition_functions.AcquisitionFunction method)
(probnum.quad.solvers.acquisition_functions.IntegralVarianceReduction method)
(probnum.quad.solvers.acquisition_functions.MutualInformation method)
(probnum.quad.solvers.acquisition_functions.WeightedPredictiveVariance method)
(probnum.quad.solvers.belief_updates.BQBeliefUpdate method)
(probnum.quad.solvers.belief_updates.BQStandardBeliefUpdate method)
(probnum.quad.solvers.initial_designs.InitialDesign method)
(probnum.quad.solvers.initial_designs.LatinDesign method)
(probnum.quad.solvers.initial_designs.MCDesign method)
(probnum.quad.solvers.policies.MaxAcquisitionPolicy method)
(probnum.quad.solvers.policies.Policy method)
(probnum.quad.solvers.policies.RandomMaxAcquisitionPolicy method)
(probnum.quad.solvers.policies.RandomPolicy method)
(probnum.quad.solvers.policies.VanDerCorputPolicy method)
(probnum.quad.solvers.stopping_criteria.BQStoppingCriterion method)
(probnum.quad.solvers.stopping_criteria.ImmediateStop method)
(probnum.quad.solvers.stopping_criteria.IntegralVarianceTolerance method)
(probnum.quad.solvers.stopping_criteria.MaxNevals method)
(probnum.quad.solvers.stopping_criteria.RelativeMeanChange method)
(probnum.randprocs.covfuncs.CovarianceFunction method)
(probnum.randprocs.covfuncs.ExpQuad method)
(probnum.randprocs.covfuncs.Linear method)
(probnum.randprocs.covfuncs.Matern method)
(probnum.randprocs.covfuncs.Polynomial method)
(probnum.randprocs.covfuncs.ProductMatern method)
(probnum.randprocs.covfuncs.RatQuad method)
(probnum.randprocs.covfuncs.WhiteNoise method)
(probnum.randprocs.GaussianProcess method)
(probnum.randprocs.markov.continuous.ConstantDiffusion method)
(probnum.randprocs.markov.continuous.Diffusion method)
(probnum.randprocs.markov.continuous.PiecewiseConstantDiffusion method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess method)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess method)
(probnum.randprocs.markov.integrator.MaternProcess method)
(probnum.randprocs.markov.integrator.NordsieckLikeCoordinates method)
(probnum.randprocs.markov.integrator.Preconditioner method)
(probnum.randprocs.markov.MarkovProcess method)
(probnum.randprocs.markov.MarkovSequence method)
(probnum.randprocs.RandomProcess method)
(probnum.StoppingCriterion method)
_RandomVariableList (class in probnum.randvars)
A
A (probnum.linalg.solvers.beliefs.LinearSystemBelief attribute)
AcquisitionFunction (class in probnum.quad.solvers.acquisition_functions)
action (probnum.linalg.solvers.LinearSolverState attribute)
actions (probnum.linalg.solvers.LinearSolverState attribute)
AdaptiveSteps (class in probnum.diffeq.stepsize)
Ainv (probnum.linalg.solvers.beliefs.LinearSystemBelief attribute)
append() (probnum.diffeq.odefilter.ODEFilterSolution method)
(probnum.diffeq.ODESolution method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyODESolution method)
(probnum.diffeq.perturbed.step.PerturbedStepSolution method)
(probnum.filtsmooth.gaussian.FilteringPosterior method)
(probnum.filtsmooth.gaussian.KalmanPosterior method)
(probnum.filtsmooth.gaussian.SmoothingPosterior method)
(probnum.filtsmooth.particle.ParticleFilterPosterior method)
(probnum.filtsmooth.TimeSeriesPosterior method)
(probnum.randvars._RandomVariableList method)
ApproximateInformationOperator (class in probnum.diffeq.odefilter.information_operators)
ApproximationStrategy (class in probnum.diffeq.odefilter.approx_strategies)
ArrayIndicesLike (in module probnum.typing)
ArrayLike (in module probnum.typing)
as_colvec() (in module probnum.utils)
as_numpy_scalar() (in module probnum.utils)
as_shape() (in module probnum.utils)
as_transition() (probnum.diffeq.odefilter.information_operators.ApproximateInformationOperator method)
(probnum.diffeq.odefilter.information_operators.InformationOperator method)
(probnum.diffeq.odefilter.information_operators.LocallyLinearizedInformationOperator method)
(probnum.diffeq.odefilter.information_operators.ODEInformationOperator method)
(probnum.diffeq.odefilter.information_operators.ODEResidual method)
aslinop() (in module probnum.linops)
asrandvar() (in module probnum)
(in module probnum.randvars)
astype() (probnum.linops.BlockDiagonalMatrix method)
(probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LambdaLinearOperator method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
atleast_1d() (in module probnum.utils)
attempt_step() (probnum.diffeq.odefilter.ODEFilter method)
(probnum.diffeq.ODESolver method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyRungeKutta method)
(probnum.diffeq.perturbed.step.PerturbedStepSolver method)
B
b (probnum.linalg.solvers.beliefs.LinearSystemBelief attribute)
backward_implementation (probnum.randprocs.markov.continuous.LTISDE attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
backward_realization() (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent method)
(probnum.filtsmooth.optim.IteratedDiscreteComponent method)
(probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.continuous.SDE method)
(probnum.randprocs.markov.discrete.LinearGaussian method)
(probnum.randprocs.markov.discrete.LTIGaussian method)
(probnum.randprocs.markov.discrete.NonlinearGaussian method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
(probnum.randprocs.markov.Transition method)
backward_rv() (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent method)
(probnum.filtsmooth.optim.IteratedDiscreteComponent method)
(probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.continuous.SDE method)
(probnum.randprocs.markov.discrete.LinearGaussian method)
(probnum.randprocs.markov.discrete.LTIGaussian method)
(probnum.randprocs.markov.discrete.NonlinearGaussian method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
(probnum.randprocs.markov.Transition method)
BayesCG (class in probnum.linalg.solvers)
bayescg() (in module probnum.linalg)
BayesFiltSmooth (class in probnum.filtsmooth)
BayesianQuadrature (class in probnum.quad.solvers)
bayesquad() (in module probnum.quad)
bayesquad_from_data() (in module probnum.quad)
belief (probnum.linalg.solvers.LinearSolverState attribute)
benes_daum() (in module probnum.problems.zoo.filtsmooth)
BlockDiagonalMatrix (class in probnum.linops)
blocks (probnum.linops.BlockDiagonalMatrix attribute)
BootstrapImportanceDistribution (class in probnum.filtsmooth.particle)
bq_iterator() (probnum.quad.solvers.BayesianQuadrature method)
BQBeliefUpdate (class in probnum.quad.solvers.belief_updates)
BQIterInfo (class in probnum.quad.solvers)
BQStandardBeliefUpdate (class in probnum.quad.solvers.belief_updates)
BQState (class in probnum.quad.solvers)
BQStoppingCriterion (class in probnum.quad.solvers.stopping_criteria)
bratley1992() (in module probnum.problems.zoo.quad)
broadcast_matmat() (probnum.linops.BlockDiagonalMatrix static method)
(probnum.linops.Embedding static method)
(probnum.linops.Identity static method)
(probnum.linops.IdentityKronecker static method)
(probnum.linops.Kronecker static method)
(probnum.linops.LambdaLinearOperator static method)
(probnum.linops.LinearOperator static method)
(probnum.linops.Matrix static method)
(probnum.linops.Scaling static method)
(probnum.linops.Selection static method)
(probnum.linops.SymmetricKronecker static method)
(probnum.linops.Symmetrize static method)
(probnum.linops.Zero static method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix static method)
broadcast_matvec() (probnum.linops.BlockDiagonalMatrix static method)
(probnum.linops.Embedding static method)
(probnum.linops.Identity static method)
(probnum.linops.IdentityKronecker static method)
(probnum.linops.Kronecker static method)
(probnum.linops.LambdaLinearOperator static method)
(probnum.linops.LinearOperator static method)
(probnum.linops.Matrix static method)
(probnum.linops.Scaling static method)
(probnum.linops.Selection static method)
(probnum.linops.SymmetricKronecker static method)
(probnum.linops.Symmetrize static method)
(probnum.linops.Zero static method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix static method)
C
car_tracking() (in module probnum.problems.zoo.filtsmooth)
Categorical (class in probnum.randvars)
cdf() (probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.RandomVariable method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyRandomVariable method)
cholesky() (probnum.linops.BlockDiagonalMatrix method)
(probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LambdaLinearOperator method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
cholesky_update() (in module probnum.utils.linalg)
circulargaussian2d() (in module probnum.problems.zoo.quad)
clear() (probnum.randvars._RandomVariableList method)
compute_gram_cho_factor() (probnum.quad.solvers.belief_updates.BQBeliefUpdate method)
(probnum.quad.solvers.belief_updates.BQStandardBeliefUpdate method)
cond() (probnum.linops.BlockDiagonalMatrix method)
(probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LambdaLinearOperator method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
condition_state_on_measurement() (in module probnum.randprocs.markov.discrete)
condition_state_on_rv() (in module probnum.randprocs.markov.discrete)
Configuration (class in probnum._config)
ConjugateGradientPolicy (class in probnum.linalg.solvers.policies)
Constant (class in probnum.randvars)
ConstantDiffusion (class in probnum.randprocs.markov.continuous)
ConstantSteps (class in probnum.diffeq.stepsize)
construct_with_lognormal_perturbation() (probnum.diffeq.perturbed.step.PerturbedStepSolver class method)
construct_with_uniform_perturbation() (probnum.diffeq.perturbed.step.PerturbedStepSolver class method)
ContinuousEKFComponent (class in probnum.filtsmooth.gaussian.approx)
ContinuousRandomVariable (class in probnum.randvars)
copy() (probnum.randvars._RandomVariableList method)
count() (probnum.randvars._RandomVariableList method)
cov (probnum.randprocs.GaussianProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess attribute)
(probnum.randprocs.markov.integrator.MaternProcess attribute)
(probnum.randprocs.markov.MarkovProcess attribute)
(probnum.randprocs.markov.MarkovSequence attribute)
(probnum.randprocs.RandomProcess attribute)
(probnum.randvars._RandomVariableList attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
cov_cholesky (probnum.randvars.Constant attribute)
(probnum.randvars.Normal attribute)
cov_cholesky_is_precomputed (probnum.randvars.Normal attribute)
CovarianceFunction (class in probnum.randprocs.covfuncs)
D
ddf (probnum.problems.InitialValueProblem attribute)
dense_cov (probnum.randvars.Normal attribute)
dense_cov_cholesky() (probnum.randvars.Normal method)
dense_mean (probnum.randvars.Normal attribute)
dense_output() (probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyRungeKutta method)
det() (probnum.linops.BlockDiagonalMatrix method)
(probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LambdaLinearOperator method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
df (probnum.problems.InitialValueProblem attribute)
diagonal() (probnum.linops.BlockDiagonalMatrix method)
(probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LambdaLinearOperator method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
Diffusion (class in probnum.randprocs.markov.continuous)
diffusions (probnum.randprocs.markov.continuous.PiecewiseConstantDiffusion attribute)
dimension (probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent attribute)
(probnum.problems.InitialValueProblem attribute)
DiscreteCallback (class in probnum.diffeq.callbacks)
DiscreteEKFComponent (class in probnum.filtsmooth.gaussian.approx)
DiscreteRandomVariable (class in probnum.randvars)
DiscreteUKFComponent (class in probnum.filtsmooth.gaussian.approx)
discretise() (probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
dispersion_function() (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent method)
(probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.continuous.SDE method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
dispersion_matrix (probnum.randprocs.markov.continuous.LTISDE attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
dispersion_matrix_function() (probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
DomainLike (in module probnum.quad.typing)
DomainType (in module probnum.quad.typing)
double_gram_schmidt() (in module probnum.utils.linalg)
drift_function() (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent method)
(probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.continuous.SDE method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
drift_jacobian() (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent method)
(probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.continuous.SDE method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
drift_matrix (probnum.randprocs.markov.continuous.LTISDE attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
drift_matrix_function() (probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
dtype (probnum.linops.BlockDiagonalMatrix attribute)
(probnum.linops.Embedding attribute)
(probnum.linops.Identity attribute)
(probnum.linops.IdentityKronecker attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LambdaLinearOperator attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.Selection attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.linops.Zero attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
(probnum.randprocs.GaussianProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess attribute)
(probnum.randprocs.markov.integrator.MaternProcess attribute)
(probnum.randprocs.markov.MarkovProcess attribute)
(probnum.randprocs.markov.MarkovSequence attribute)
(probnum.randprocs.RandomProcess attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
DTypeLike (in module probnum.typing)
E
effective_number_of_events() (in module probnum.filtsmooth.particle)
eigvals() (probnum.linops.BlockDiagonalMatrix method)
(probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LambdaLinearOperator method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
EK0 (class in probnum.diffeq.odefilter.approx_strategies)
EK1 (class in probnum.diffeq.odefilter.approx_strategies)
Embedding (class in probnum.linops)
entropy (probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
equivalent_discretisation_preconditioned (probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
error_estimate (probnum.diffeq.ODESolverState attribute)
errorest_to_norm() (probnum.diffeq.stepsize.AdaptiveSteps method)
(probnum.diffeq.stepsize.ConstantSteps method)
(probnum.diffeq.stepsize.StepRule method)
estimate_locally() (probnum.randprocs.markov.continuous.ConstantDiffusion method)
(probnum.randprocs.markov.continuous.Diffusion method)
(probnum.randprocs.markov.continuous.PiecewiseConstantDiffusion method)
evaluate_error() (probnum.filtsmooth.optim.FiltSmoothStoppingCriterion method)
ExpQuad (class in probnum.randprocs.covfuncs)
extend() (probnum.randvars._RandomVariableList method)
F
factors (probnum.linops.Scaling attribute)
filter() (probnum.filtsmooth.gaussian.Kalman method)
(probnum.filtsmooth.particle.ParticleFilter method)
filter_generator() (probnum.filtsmooth.particle.ParticleFilter method)
filter_kalman() (in module probnum.filtsmooth)
filtered_states_generator() (probnum.filtsmooth.gaussian.Kalman method)
filtering_solution (probnum.diffeq.odefilter.ODEFilterSolution attribute)
FilteringPosterior (class in probnum.filtsmooth.gaussian)
filtsmooth() (probnum.filtsmooth.gaussian.Kalman method)
FiltSmoothStoppingCriterion (class in probnum.filtsmooth.optim)
fitzhughnagumo() (in module probnum.problems.zoo.diffeq)
FloatLike (in module probnum.typing)
force_vector (probnum.randprocs.markov.continuous.LTISDE attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
force_vector_function() (probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
forward_implementation (probnum.randprocs.markov.continuous.LinearSDE attribute)
(probnum.randprocs.markov.continuous.LTISDE attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
forward_realization() (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent method)
(probnum.filtsmooth.optim.IteratedDiscreteComponent method)
(probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.continuous.SDE method)
(probnum.randprocs.markov.discrete.LinearGaussian method)
(probnum.randprocs.markov.discrete.LTIGaussian method)
(probnum.randprocs.markov.discrete.NonlinearGaussian method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
(probnum.randprocs.markov.Transition method)
forward_rv() (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent method)
(probnum.filtsmooth.optim.IteratedDiscreteComponent method)
(probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.continuous.SDE method)
(probnum.randprocs.markov.discrete.LinearGaussian method)
(probnum.randprocs.markov.discrete.LTIGaussian method)
(probnum.randprocs.markov.discrete.NonlinearGaussian method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
(probnum.randprocs.markov.Transition method)
ForwardMode (class in probnum.diffeq.odefilter.init_routines)
ForwardModeJVP (class in probnum.diffeq.odefilter.init_routines)
freeze() (probnum.diffeq.odefilter.ODEFilterSolution method)
(probnum.diffeq.ODESolution method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyODESolution method)
(probnum.diffeq.perturbed.step.PerturbedStepSolution method)
(probnum.filtsmooth.gaussian.FilteringPosterior method)
(probnum.filtsmooth.gaussian.KalmanPosterior method)
(probnum.filtsmooth.gaussian.SmoothingPosterior method)
(probnum.filtsmooth.particle.ParticleFilterPosterior method)
(probnum.filtsmooth.TimeSeriesPosterior method)
from_bq_state() (probnum.quad.solvers.BQIterInfo class method)
from_callable() (probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent class method)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent class method)
(probnum.randprocs.markov.discrete.LinearGaussian class method)
(probnum.randprocs.markov.discrete.LTIGaussian class method)
(probnum.randprocs.markov.discrete.NonlinearGaussian class method)
from_database_entry() (probnum.problems.zoo.linalg.SuiteSparseMatrix class method)
from_ekf() (probnum.filtsmooth.particle.LinearizationImportanceDistribution class method)
from_iteration() (probnum.quad.solvers.BQIterInfo class method)
from_linop() (probnum.randprocs.markov.discrete.LTIGaussian class method)
from_new_data() (probnum.quad.solvers.BQState class method)
from_order() (probnum.randprocs.markov.integrator.NordsieckLikeCoordinates class method)
from_problem() (probnum.quad.solvers.BayesianQuadrature class method)
from_stopping_decision() (probnum.quad.solvers.BQIterInfo class method)
from_ukf() (probnum.filtsmooth.particle.LinearizationImportanceDistribution class method)
frozen (probnum.diffeq.odefilter.ODEFilterSolution attribute)
(probnum.diffeq.ODESolution attribute)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyODESolution attribute)
(probnum.diffeq.perturbed.step.PerturbedStepSolution attribute)
(probnum.filtsmooth.gaussian.FilteringPosterior attribute)
(probnum.filtsmooth.gaussian.KalmanPosterior attribute)
(probnum.filtsmooth.gaussian.SmoothingPosterior attribute)
(probnum.filtsmooth.particle.ParticleFilterPosterior attribute)
(probnum.filtsmooth.TimeSeriesPosterior attribute)
Function (class in probnum.functions)
function (probnum.functions.ScaledFunction attribute)
G
GaussianMeasure (class in probnum.quad.integration_measures)
GaussianProcess (class in probnum.randprocs)
GaussNewton (class in probnum.filtsmooth.optim)
generate_artificial_measurements() (in module probnum.randprocs.markov.utils)
generate_importance_rv() (probnum.filtsmooth.particle.BootstrapImportanceDistribution method)
(probnum.filtsmooth.particle.ImportanceDistribution method)
(probnum.filtsmooth.particle.LinearizationImportanceDistribution method)
genz_continuous() (in module probnum.problems.zoo.quad)
genz_cornerpeak() (in module probnum.problems.zoo.quad)
genz_discontinuous() (in module probnum.problems.zoo.quad)
genz_gaussian() (in module probnum.problems.zoo.quad)
genz_oscillatory() (in module probnum.problems.zoo.quad)
genz_productpeak() (in module probnum.problems.zoo.quad)
gfunction() (in module probnum.problems.zoo.quad)
gram_cho_solve() (probnum.quad.solvers.belief_updates.BQBeliefUpdate static method)
(probnum.quad.solvers.belief_updates.BQStandardBeliefUpdate static method)
gram_schmidt() (in module probnum.utils.linalg)
H
half_integer_coefficients() (probnum.randprocs.covfuncs.Matern static method)
has_converged (probnum.quad.solvers.BQIterInfo attribute)
has_gradients (probnum.quad.solvers.acquisition_functions.AcquisitionFunction attribute)
(probnum.quad.solvers.acquisition_functions.IntegralVarianceReduction attribute)
(probnum.quad.solvers.acquisition_functions.MutualInformation attribute)
(probnum.quad.solvers.acquisition_functions.WeightedPredictiveVariance attribute)
hennig1d() (in module probnum.problems.zoo.quad)
hennig2d() (in module probnum.problems.zoo.quad)
hyperparameter() (probnum.linalg.solvers.beliefs.LinearSystemBelief method)
I
identical_factors (probnum.linops.SymmetricKronecker attribute)
Identity (class in probnum.linops)
IdentityKronecker (class in probnum.linops)
ImmediateStop (class in probnum.quad.solvers.stopping_criteria)
ImportanceDistribution (class in probnum.filtsmooth.particle)
in_support() (probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.RandomVariable method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyRandomVariable method)
incorporate_ode() (probnum.diffeq.odefilter.information_operators.ODEInformationOperator method)
(probnum.diffeq.odefilter.information_operators.ODEResidual method)
index() (probnum.randvars._RandomVariableList method)
indices (probnum.linops.Selection attribute)
induced_norm() (in module probnum.utils.linalg)
infer_median_dtype() (probnum.randvars.Categorical static method)
(probnum.randvars.Constant static method)
(probnum.randvars.ContinuousRandomVariable static method)
(probnum.randvars.DiscreteRandomVariable static method)
(probnum.randvars.Normal static method)
(probnum.randvars.RandomVariable static method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable static method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable static method)
(probnum.randvars.WrappedSciPyRandomVariable static method)
infer_moment_dtype() (probnum.randvars.Categorical static method)
(probnum.randvars.Constant static method)
(probnum.randvars.ContinuousRandomVariable static method)
(probnum.randvars.DiscreteRandomVariable static method)
(probnum.randvars.Normal static method)
(probnum.randvars.RandomVariable static method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable static method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable static method)
(probnum.randvars.WrappedSciPyRandomVariable static method)
InformationOperator (class in probnum.diffeq.odefilter.information_operators)
InitialDesign (class in probnum.quad.solvers.initial_designs)
InitializationRoutine (class in probnum.diffeq.odefilter.init_routines)
initialize() (probnum.diffeq.odefilter.ODEFilter method)
(probnum.diffeq.ODESolver method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyRungeKutta method)
(probnum.diffeq.perturbed.step.PerturbedStepSolver method)
InitialValueProblem (class in probnum.problems)
inner_product() (in module probnum.utils.linalg)
input_ndim (probnum.functions.Function attribute)
(probnum.functions.LambdaFunction attribute)
(probnum.functions.ScaledFunction attribute)
(probnum.functions.SumFunction attribute)
(probnum.functions.Zero attribute)
(probnum.randprocs.covfuncs.CovarianceFunction attribute)
(probnum.randprocs.covfuncs.ExpQuad attribute)
(probnum.randprocs.covfuncs.Linear attribute)
(probnum.randprocs.covfuncs.Matern attribute)
(probnum.randprocs.covfuncs.Polynomial attribute)
(probnum.randprocs.covfuncs.ProductMatern attribute)
(probnum.randprocs.covfuncs.RatQuad attribute)
(probnum.randprocs.covfuncs.WhiteNoise attribute)
(probnum.randprocs.GaussianProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess attribute)
(probnum.randprocs.markov.integrator.MaternProcess attribute)
(probnum.randprocs.markov.MarkovProcess attribute)
(probnum.randprocs.markov.MarkovSequence attribute)
(probnum.randprocs.RandomProcess attribute)
input_ndim_0 (probnum.randprocs.covfuncs.CovarianceFunction attribute)
(probnum.randprocs.covfuncs.ExpQuad attribute)
(probnum.randprocs.covfuncs.Linear attribute)
(probnum.randprocs.covfuncs.Matern attribute)
(probnum.randprocs.covfuncs.Polynomial attribute)
(probnum.randprocs.covfuncs.ProductMatern attribute)
(probnum.randprocs.covfuncs.RatQuad attribute)
(probnum.randprocs.covfuncs.WhiteNoise attribute)
input_ndim_1 (probnum.randprocs.covfuncs.CovarianceFunction attribute)
(probnum.randprocs.covfuncs.ExpQuad attribute)
(probnum.randprocs.covfuncs.Linear attribute)
(probnum.randprocs.covfuncs.Matern attribute)
(probnum.randprocs.covfuncs.Polynomial attribute)
(probnum.randprocs.covfuncs.ProductMatern attribute)
(probnum.randprocs.covfuncs.RatQuad attribute)
(probnum.randprocs.covfuncs.WhiteNoise attribute)
input_shape (probnum.functions.Function attribute)
(probnum.functions.LambdaFunction attribute)
(probnum.functions.ScaledFunction attribute)
(probnum.functions.SumFunction attribute)
(probnum.functions.Zero attribute)
(probnum.randprocs.covfuncs.CovarianceFunction attribute)
(probnum.randprocs.covfuncs.ExpQuad attribute)
(probnum.randprocs.covfuncs.Linear attribute)
(probnum.randprocs.covfuncs.Matern attribute)
(probnum.randprocs.covfuncs.Polynomial attribute)
(probnum.randprocs.covfuncs.ProductMatern attribute)
(probnum.randprocs.covfuncs.RatQuad attribute)
(probnum.randprocs.covfuncs.WhiteNoise attribute)
(probnum.randprocs.GaussianProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess attribute)
(probnum.randprocs.markov.integrator.MaternProcess attribute)
(probnum.randprocs.markov.MarkovProcess attribute)
(probnum.randprocs.markov.MarkovSequence attribute)
(probnum.randprocs.RandomProcess attribute)
input_shape_0 (probnum.randprocs.covfuncs.CovarianceFunction attribute)
(probnum.randprocs.covfuncs.ExpQuad attribute)
(probnum.randprocs.covfuncs.Linear attribute)
(probnum.randprocs.covfuncs.Matern attribute)
(probnum.randprocs.covfuncs.Polynomial attribute)
(probnum.randprocs.covfuncs.ProductMatern attribute)
(probnum.randprocs.covfuncs.RatQuad attribute)
(probnum.randprocs.covfuncs.WhiteNoise attribute)
input_shape_1 (probnum.randprocs.covfuncs.CovarianceFunction attribute)
(probnum.randprocs.covfuncs.ExpQuad attribute)
(probnum.randprocs.covfuncs.Linear attribute)
(probnum.randprocs.covfuncs.Matern attribute)
(probnum.randprocs.covfuncs.Polynomial attribute)
(probnum.randprocs.covfuncs.ProductMatern attribute)
(probnum.randprocs.covfuncs.RatQuad attribute)
(probnum.randprocs.covfuncs.WhiteNoise attribute)
input_size (probnum.randprocs.covfuncs.CovarianceFunction attribute)
(probnum.randprocs.covfuncs.ExpQuad attribute)
(probnum.randprocs.covfuncs.Linear attribute)
(probnum.randprocs.covfuncs.Matern attribute)
(probnum.randprocs.covfuncs.Polynomial attribute)
(probnum.randprocs.covfuncs.ProductMatern attribute)
(probnum.randprocs.covfuncs.RatQuad attribute)
(probnum.randprocs.covfuncs.WhiteNoise attribute)
input_size_0 (probnum.randprocs.covfuncs.CovarianceFunction attribute)
(probnum.randprocs.covfuncs.ExpQuad attribute)
(probnum.randprocs.covfuncs.Linear attribute)
(probnum.randprocs.covfuncs.Matern attribute)
(probnum.randprocs.covfuncs.Polynomial attribute)
(probnum.randprocs.covfuncs.ProductMatern attribute)
(probnum.randprocs.covfuncs.RatQuad attribute)
(probnum.randprocs.covfuncs.WhiteNoise attribute)
input_size_1 (probnum.randprocs.covfuncs.CovarianceFunction attribute)
(probnum.randprocs.covfuncs.ExpQuad attribute)
(probnum.randprocs.covfuncs.Linear attribute)
(probnum.randprocs.covfuncs.Matern attribute)
(probnum.randprocs.covfuncs.Polynomial attribute)
(probnum.randprocs.covfuncs.ProductMatern attribute)
(probnum.randprocs.covfuncs.RatQuad attribute)
(probnum.randprocs.covfuncs.WhiteNoise attribute)
insert() (probnum.randvars._RandomVariableList method)
IntegralVarianceReduction (class in probnum.quad.solvers.acquisition_functions)
IntegralVarianceTolerance (class in probnum.quad.solvers.stopping_criteria)
integrate() (probnum.quad.solvers.BayesianQuadrature method)
IntegratedOrnsteinUhlenbeckProcess (class in probnum.randprocs.markov.integrator)
IntegratedOrnsteinUhlenbeckTransition (class in probnum.randprocs.markov.integrator)
IntegratedWienerProcess (class in probnum.randprocs.markov.integrator)
IntegratedWienerTransition (class in probnum.randprocs.markov.integrator)
IntegrationMeasure (class in probnum.quad.integration_measures)
IntegratorTransition (class in probnum.randprocs.markov.integrator)
interpolate() (probnum.diffeq.odefilter.ODEFilterSolution method)
(probnum.diffeq.ODESolution method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyODESolution method)
(probnum.diffeq.perturbed.step.PerturbedStepSolution method)
(probnum.filtsmooth.gaussian.FilteringPosterior method)
(probnum.filtsmooth.gaussian.KalmanPosterior method)
(probnum.filtsmooth.gaussian.SmoothingPosterior method)
(probnum.filtsmooth.particle.ParticleFilterPosterior method)
(probnum.filtsmooth.TimeSeriesPosterior method)
IntLike (in module probnum.typing)
inv() (probnum.linops.BlockDiagonalMatrix method)
(probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LambdaLinearOperator method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
inverse (probnum.randprocs.markov.integrator.NordsieckLikeCoordinates attribute)
(probnum.randprocs.markov.integrator.Preconditioner attribute)
is_accepted() (probnum.diffeq.stepsize.AdaptiveSteps method)
(probnum.diffeq.stepsize.ConstantSteps method)
(probnum.diffeq.stepsize.StepRule method)
is_exact (probnum.diffeq.odefilter.init_routines.ForwardMode attribute)
(probnum.diffeq.odefilter.init_routines.ForwardModeJVP attribute)
(probnum.diffeq.odefilter.init_routines.InitializationRoutine attribute)
(probnum.diffeq.odefilter.init_routines.NonProbabilisticFit attribute)
(probnum.diffeq.odefilter.init_routines.NonProbabilisticFitWithJacobian attribute)
(probnum.diffeq.odefilter.init_routines.ReverseMode attribute)
(probnum.diffeq.odefilter.init_routines.Stack attribute)
(probnum.diffeq.odefilter.init_routines.StackWithJacobian attribute)
(probnum.diffeq.odefilter.init_routines.TaylorMode attribute)
is_half_integer (probnum.randprocs.covfuncs.Matern attribute)
is_isotropic (probnum.linops.Scaling attribute)
is_lower_triangular (probnum.linops.BlockDiagonalMatrix attribute)
(probnum.linops.Embedding attribute)
(probnum.linops.Identity attribute)
(probnum.linops.IdentityKronecker attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LambdaLinearOperator attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.Selection attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.linops.Zero attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
is_positive_definite (probnum.linops.BlockDiagonalMatrix attribute)
(probnum.linops.Embedding attribute)
(probnum.linops.Identity attribute)
(probnum.linops.IdentityKronecker attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LambdaLinearOperator attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.Selection attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.linops.Zero attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
is_square (probnum.linops.BlockDiagonalMatrix attribute)
(probnum.linops.Embedding attribute)
(probnum.linops.Identity attribute)
(probnum.linops.IdentityKronecker attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LambdaLinearOperator attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.Selection attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.linops.Zero attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
is_symmetric (probnum.linops.BlockDiagonalMatrix attribute)
(probnum.linops.Embedding attribute)
(probnum.linops.Identity attribute)
(probnum.linops.IdentityKronecker attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LambdaLinearOperator attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.Selection attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.linops.Zero attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
is_upper_triangular (probnum.linops.BlockDiagonalMatrix attribute)
(probnum.linops.Embedding attribute)
(probnum.linops.Identity attribute)
(probnum.linops.IdentityKronecker attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LambdaLinearOperator attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.Selection attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.linops.Zero attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
IsotropicMixin (class in probnum.randprocs.covfuncs)
iterated_filtsmooth() (probnum.filtsmooth.gaussian.Kalman method)
iterated_filtsmooth_posterior_generator() (probnum.filtsmooth.gaussian.Kalman method)
IteratedDiscreteComponent (class in probnum.filtsmooth.optim)
iteration (probnum.quad.solvers.BQIterInfo attribute)
J
jacobian() (probnum.diffeq.odefilter.information_operators.ApproximateInformationOperator method)
(probnum.diffeq.odefilter.information_operators.InformationOperator method)
(probnum.diffeq.odefilter.information_operators.LocallyLinearizedInformationOperator method)
(probnum.diffeq.odefilter.information_operators.ODEInformationOperator method)
(probnum.diffeq.odefilter.information_operators.ODEResidual method)
jointly_transform_base_measure_realization_list_backward() (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent method)
(probnum.filtsmooth.optim.IteratedDiscreteComponent method)
(probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.continuous.SDE method)
(probnum.randprocs.markov.discrete.LinearGaussian method)
(probnum.randprocs.markov.discrete.LTIGaussian method)
(probnum.randprocs.markov.discrete.NonlinearGaussian method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
(probnum.randprocs.markov.Transition method)
jointly_transform_base_measure_realization_list_forward() (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent method)
(probnum.filtsmooth.optim.IteratedDiscreteComponent method)
(probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.continuous.SDE method)
(probnum.randprocs.markov.discrete.LinearGaussian method)
(probnum.randprocs.markov.discrete.LTIGaussian method)
(probnum.randprocs.markov.discrete.NonlinearGaussian method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
(probnum.randprocs.markov.Transition method)
K
Kalman (class in probnum.filtsmooth.gaussian)
KalmanPosterior (class in probnum.filtsmooth.gaussian)
kernel_mean() (probnum.quad.kernel_embeddings.KernelEmbedding method)
kernel_variance() (probnum.quad.kernel_embeddings.KernelEmbedding method)
KernelEmbedding (class in probnum.quad.kernel_embeddings)
Kronecker (class in probnum.linops)
L
LambdaFunction (class in probnum.functions)
LambdaLinearOperator (class in probnum.linops)
LambdaStoppingCriterion (class in probnum)
LatinDesign (class in probnum.quad.solvers.initial_designs)
LebesgueMeasure (class in probnum.quad.integration_measures)
lengthscale (probnum.randprocs.covfuncs.ExpQuad attribute)
(probnum.randprocs.covfuncs.Matern attribute)
lengthscales (probnum.randprocs.covfuncs.ExpQuad attribute)
(probnum.randprocs.covfuncs.Matern attribute)
Linear (class in probnum.randprocs.covfuncs)
LinearGaussian (class in probnum.randprocs.markov.discrete)
LinearizationImportanceDistribution (class in probnum.filtsmooth.particle)
linearize() (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent method)
LinearOperator (class in probnum.linops)
LinearOperatorLike (in module probnum.typing)
LinearSDE (class in probnum.randprocs.markov.continuous)
LinearSolverBeliefUpdate (class in probnum.linalg.solvers.belief_updates)
LinearSolverInformationOp (class in probnum.linalg.solvers.information_ops)
LinearSolverPolicy (class in probnum.linalg.solvers.policies)
LinearSolverState (class in probnum.linalg.solvers)
LinearSolverStoppingCriterion (class in probnum.linalg.solvers.stopping_criteria)
LinearSystem (class in probnum.problems)
LinearSystemBelief (class in probnum.linalg.solvers.beliefs)
linop() (probnum.randprocs.covfuncs.CovarianceFunction method)
(probnum.randprocs.covfuncs.ExpQuad method)
(probnum.randprocs.covfuncs.Linear method)
(probnum.randprocs.covfuncs.Matern method)
(probnum.randprocs.covfuncs.Polynomial method)
(probnum.randprocs.covfuncs.ProductMatern method)
(probnum.randprocs.covfuncs.RatQuad method)
(probnum.randprocs.covfuncs.WhiteNoise method)
LocallyLinearizedInformationOperator (class in probnum.diffeq.odefilter.information_operators)
locations (probnum.diffeq.odefilter.ODEFilterSolution attribute)
(probnum.diffeq.ODESolution attribute)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyODESolution attribute)
(probnum.diffeq.perturbed.step.PerturbedStepSolution attribute)
(probnum.filtsmooth.gaussian.FilteringPosterior attribute)
(probnum.filtsmooth.gaussian.KalmanPosterior attribute)
(probnum.filtsmooth.gaussian.SmoothingPosterior attribute)
(probnum.filtsmooth.particle.ParticleFilterPosterior attribute)
(probnum.filtsmooth.TimeSeriesPosterior attribute)
(probnum.randprocs.markov.continuous.PiecewiseConstantDiffusion attribute)
log_correction_factor() (probnum.filtsmooth.particle.BootstrapImportanceDistribution method)
(probnum.filtsmooth.particle.ImportanceDistribution method)
(probnum.filtsmooth.particle.LinearizationImportanceDistribution method)
logabsdet() (probnum.linops.BlockDiagonalMatrix method)
(probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LambdaLinearOperator method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
logcdf() (probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.RandomVariable method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyRandomVariable method)
logistic() (in module probnum.problems.zoo.diffeq)
logistic_ode() (in module probnum.problems.zoo.filtsmooth)
logpdf() (probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
logpmf() (probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
lorenz63() (in module probnum.problems.zoo.diffeq)
lorenz96() (in module probnum.problems.zoo.diffeq)
lotkavolterra() (in module probnum.problems.zoo.diffeq)
LTIGaussian (class in probnum.randprocs.markov.discrete)
LTISDE (class in probnum.randprocs.markov.continuous)
M
marginal() (probnum.randprocs.GaussianProcess method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess method)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess method)
(probnum.randprocs.markov.integrator.MaternProcess method)
(probnum.randprocs.markov.MarkovProcess method)
(probnum.randprocs.markov.MarkovSequence method)
(probnum.randprocs.RandomProcess method)
MarkovProcess (class in probnum.randprocs.markov)
MarkovSequence (class in probnum.randprocs.markov)
Matern (class in probnum.randprocs.covfuncs)
MaternProcess (class in probnum.randprocs.markov.integrator)
MaternTransition (class in probnum.randprocs.markov.integrator)
Matrix (class in probnum.linops)
matrix() (probnum.randprocs.covfuncs.CovarianceFunction method)
(probnum.randprocs.covfuncs.ExpQuad method)
(probnum.randprocs.covfuncs.Linear method)
(probnum.randprocs.covfuncs.Matern method)
(probnum.randprocs.covfuncs.Polynomial method)
(probnum.randprocs.covfuncs.ProductMatern method)
(probnum.randprocs.covfuncs.RatQuad method)
(probnum.randprocs.covfuncs.WhiteNoise method)
matrix_fraction_decomposition() (in module probnum.randprocs.markov.continuous)
MatrixBasedLinearBeliefUpdate (class in probnum.linalg.solvers.belief_updates.matrix_based)
MatrixBasedPLS (class in probnum.linalg.solvers)
MatrixType (in module probnum.typing)
MatVecInformationOp (class in probnum.linalg.solvers.information_ops)
MaxAcquisitionPolicy (class in probnum.quad.solvers.policies)
MaxIterationsStoppingCriterion (class in probnum.linalg.solvers.stopping_criteria)
MaxNevals (class in probnum.quad.solvers.stopping_criteria)
MCDesign (class in probnum.quad.solvers.initial_designs)
mde_atol (probnum.randprocs.markov.continuous.LinearSDE attribute)
(probnum.randprocs.markov.continuous.LTISDE attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
mde_rtol (probnum.randprocs.markov.continuous.LinearSDE attribute)
(probnum.randprocs.markov.continuous.LTISDE attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
mde_solver (probnum.randprocs.markov.continuous.LinearSDE attribute)
(probnum.randprocs.markov.continuous.LTISDE attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
mean (probnum.randprocs.GaussianProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess attribute)
(probnum.randprocs.markov.integrator.MaternProcess attribute)
(probnum.randprocs.markov.MarkovProcess attribute)
(probnum.randprocs.markov.MarkovSequence attribute)
(probnum.randprocs.RandomProcess attribute)
(probnum.randvars._RandomVariableList attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
median (probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
median_dtype (probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
merge_regression_problems() (in module probnum.filtsmooth.utils)
method_callback() (probnum.diffeq.odefilter.ODEFilter method)
(probnum.diffeq.ODESolver method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyRungeKutta method)
(probnum.diffeq.perturbed.step.PerturbedStepSolver method)
mode (probnum.randvars._RandomVariableList attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
modified_gram_schmidt() (in module probnum.utils.linalg)
module
probnum
probnum._config
probnum.diffeq
probnum.diffeq.callbacks
probnum.diffeq.odefilter
probnum.diffeq.odefilter.approx_strategies
probnum.diffeq.odefilter.information_operators
probnum.diffeq.odefilter.init_routines
probnum.diffeq.perturbed
probnum.diffeq.perturbed.scipy_wrapper
probnum.diffeq.perturbed.step
probnum.diffeq.stepsize
probnum.filtsmooth
probnum.filtsmooth.gaussian
probnum.filtsmooth.gaussian.approx
probnum.filtsmooth.optim
probnum.filtsmooth.particle
probnum.filtsmooth.utils
probnum.functions
probnum.linalg
probnum.linalg.solvers
probnum.linalg.solvers.belief_updates
probnum.linalg.solvers.belief_updates.matrix_based
probnum.linalg.solvers.belief_updates.solution_based
probnum.linalg.solvers.beliefs
probnum.linalg.solvers.information_ops
probnum.linalg.solvers.policies
probnum.linalg.solvers.stopping_criteria
probnum.linops
probnum.problems
probnum.problems.zoo
probnum.problems.zoo.diffeq
probnum.problems.zoo.filtsmooth
probnum.problems.zoo.linalg
probnum.problems.zoo.quad
probnum.quad
probnum.quad.integration_measures
probnum.quad.kernel_embeddings
probnum.quad.solvers
probnum.quad.solvers.acquisition_functions
probnum.quad.solvers.belief_updates
probnum.quad.solvers.initial_designs
probnum.quad.solvers.policies
probnum.quad.solvers.stopping_criteria
probnum.quad.typing
probnum.randprocs
probnum.randprocs.covfuncs
probnum.randprocs.markov
probnum.randprocs.markov.continuous
probnum.randprocs.markov.discrete
probnum.randprocs.markov.integrator
probnum.randprocs.markov.utils
probnum.randvars
probnum.typing
probnum.utils
probnum.utils.linalg
moment_dtype (probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
morokoff_caflisch_1() (in module probnum.problems.zoo.quad)
morokoff_caflisch_2() (in module probnum.problems.zoo.quad)
multilevel_bayesquad_from_data() (in module probnum.quad)
MutualInformation (class in probnum.quad.solvers.acquisition_functions)
N
ndim (probnum.linops.BlockDiagonalMatrix attribute)
(probnum.linops.Embedding attribute)
(probnum.linops.Identity attribute)
(probnum.linops.IdentityKronecker attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LambdaLinearOperator attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.Selection attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.linops.Zero attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
nevals (probnum.quad.solvers.BQIterInfo attribute)
next_step() (probnum.linalg.solvers.LinearSolverState method)
noise (probnum.randprocs.markov.discrete.LTIGaussian attribute)
noise_fun (probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent attribute)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent attribute)
(probnum.randprocs.markov.discrete.LinearGaussian attribute)
(probnum.randprocs.markov.discrete.LTIGaussian attribute)
(probnum.randprocs.markov.discrete.NonlinearGaussian attribute)
noise_var (probnum.linalg.solvers.belief_updates.solution_based.ProjectedResidualBeliefUpdate attribute)
NonlinearGaussian (class in probnum.randprocs.markov.discrete)
NonProbabilisticFit (class in probnum.diffeq.odefilter.init_routines)
NonProbabilisticFitWithJacobian (class in probnum.diffeq.odefilter.init_routines)
NordsieckLikeCoordinates (class in probnum.randprocs.markov.integrator)
Normal (class in probnum.randvars)
nu (probnum.randprocs.covfuncs.Matern attribute)
num_blocks (probnum.linops.IdentityKronecker attribute)
num_derivatives (probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.IntegratorTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
O
observation (probnum.linalg.solvers.LinearSolverState attribute)
observations (probnum.linalg.solvers.LinearSolverState attribute)
ode_has_been_incorporated (probnum.diffeq.odefilter.information_operators.ODEInformationOperator attribute)
(probnum.diffeq.odefilter.information_operators.ODEResidual attribute)
ODEFilter (class in probnum.diffeq.odefilter)
ODEFilterSolution (class in probnum.diffeq.odefilter)
ODEInformationOperator (class in probnum.diffeq.odefilter.information_operators)
ODEResidual (class in probnum.diffeq.odefilter.information_operators)
ODESolution (class in probnum.diffeq)
ODESolver (class in probnum.diffeq)
ODESolverCallback (class in probnum.diffeq.callbacks)
ODESolverState (class in probnum.diffeq)
ornstein_uhlenbeck() (in module probnum.problems.zoo.filtsmooth)
output_ndim (probnum.functions.Function attribute)
(probnum.functions.LambdaFunction attribute)
(probnum.functions.ScaledFunction attribute)
(probnum.functions.SumFunction attribute)
(probnum.functions.Zero attribute)
(probnum.randprocs.GaussianProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess attribute)
(probnum.randprocs.markov.integrator.MaternProcess attribute)
(probnum.randprocs.markov.MarkovProcess attribute)
(probnum.randprocs.markov.MarkovSequence attribute)
(probnum.randprocs.RandomProcess attribute)
output_ndim_0 (probnum.randprocs.covfuncs.CovarianceFunction attribute)
(probnum.randprocs.covfuncs.ExpQuad attribute)
(probnum.randprocs.covfuncs.Linear attribute)
(probnum.randprocs.covfuncs.Matern attribute)
(probnum.randprocs.covfuncs.Polynomial attribute)
(probnum.randprocs.covfuncs.ProductMatern attribute)
(probnum.randprocs.covfuncs.RatQuad attribute)
(probnum.randprocs.covfuncs.WhiteNoise attribute)
output_ndim_1 (probnum.randprocs.covfuncs.CovarianceFunction attribute)
(probnum.randprocs.covfuncs.ExpQuad attribute)
(probnum.randprocs.covfuncs.Linear attribute)
(probnum.randprocs.covfuncs.Matern attribute)
(probnum.randprocs.covfuncs.Polynomial attribute)
(probnum.randprocs.covfuncs.ProductMatern attribute)
(probnum.randprocs.covfuncs.RatQuad attribute)
(probnum.randprocs.covfuncs.WhiteNoise attribute)
output_shape (probnum.functions.Function attribute)
(probnum.functions.LambdaFunction attribute)
(probnum.functions.ScaledFunction attribute)
(probnum.functions.SumFunction attribute)
(probnum.functions.Zero attribute)
(probnum.randprocs.GaussianProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess attribute)
(probnum.randprocs.markov.integrator.MaternProcess attribute)
(probnum.randprocs.markov.MarkovProcess attribute)
(probnum.randprocs.markov.MarkovSequence attribute)
(probnum.randprocs.RandomProcess attribute)
output_shape_0 (probnum.randprocs.covfuncs.CovarianceFunction attribute)
(probnum.randprocs.covfuncs.ExpQuad attribute)
(probnum.randprocs.covfuncs.Linear attribute)
(probnum.randprocs.covfuncs.Matern attribute)
(probnum.randprocs.covfuncs.Polynomial attribute)
(probnum.randprocs.covfuncs.ProductMatern attribute)
(probnum.randprocs.covfuncs.RatQuad attribute)
(probnum.randprocs.covfuncs.WhiteNoise attribute)
output_shape_1 (probnum.randprocs.covfuncs.CovarianceFunction attribute)
(probnum.randprocs.covfuncs.ExpQuad attribute)
(probnum.randprocs.covfuncs.Linear attribute)
(probnum.randprocs.covfuncs.Matern attribute)
(probnum.randprocs.covfuncs.Polynomial attribute)
(probnum.randprocs.covfuncs.ProductMatern attribute)
(probnum.randprocs.covfuncs.RatQuad attribute)
(probnum.randprocs.covfuncs.WhiteNoise attribute)
output_size_0 (probnum.randprocs.covfuncs.CovarianceFunction attribute)
(probnum.randprocs.covfuncs.ExpQuad attribute)
(probnum.randprocs.covfuncs.Linear attribute)
(probnum.randprocs.covfuncs.Matern attribute)
(probnum.randprocs.covfuncs.Polynomial attribute)
(probnum.randprocs.covfuncs.ProductMatern attribute)
(probnum.randprocs.covfuncs.RatQuad attribute)
(probnum.randprocs.covfuncs.WhiteNoise attribute)
output_size_1 (probnum.randprocs.covfuncs.CovarianceFunction attribute)
(probnum.randprocs.covfuncs.ExpQuad attribute)
(probnum.randprocs.covfuncs.Linear attribute)
(probnum.randprocs.covfuncs.Matern attribute)
(probnum.randprocs.covfuncs.Polynomial attribute)
(probnum.randprocs.covfuncs.ProductMatern attribute)
(probnum.randprocs.covfuncs.RatQuad attribute)
(probnum.randprocs.covfuncs.WhiteNoise attribute)
P
p (probnum.randprocs.covfuncs.Matern attribute)
parameters (probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
ParticleFilter (class in probnum.filtsmooth.particle)
ParticleFilterPosterior (class in probnum.filtsmooth.particle)
pdf() (probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
pendulum() (in module probnum.problems.zoo.filtsmooth)
perform_full_step() (probnum.diffeq.odefilter.ODEFilter method)
(probnum.diffeq.ODESolver method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyRungeKutta method)
(probnum.diffeq.perturbed.step.PerturbedStepSolver method)
perturb_lognormal() (in module probnum.diffeq.perturbed.step)
perturb_uniform() (in module probnum.diffeq.perturbed.step)
PerturbedStepSolution (class in probnum.diffeq.perturbed.step)
PerturbedStepSolver (class in probnum.diffeq.perturbed.step)
perturbsolve_ivp() (in module probnum.diffeq)
PiecewiseConstantDiffusion (class in probnum.randprocs.markov.continuous)
pmf() (probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
Policy (class in probnum.quad.solvers.policies)
Polynomial (class in probnum.randprocs.covfuncs)
pop() (probnum.randvars._RandomVariableList method)
PosteriorContractionStoppingCriterion (class in probnum.linalg.solvers.stopping_criteria)
postprocess() (probnum.diffeq.odefilter.ODEFilter method)
(probnum.diffeq.ODESolver method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyRungeKutta method)
(probnum.diffeq.perturbed.step.PerturbedStepSolver method)
precompute_cov_cholesky() (probnum.randvars.Normal method)
precon (probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.IntegratorTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
Preconditioner (class in probnum.randprocs.markov.integrator)
predict_integrand() (probnum.quad.solvers.belief_updates.BQBeliefUpdate static method)
(probnum.quad.solvers.belief_updates.BQStandardBeliefUpdate static method)
prior (probnum.linalg.solvers.LinearSolverState attribute)
ProbabilisticKaczmarz (class in probnum.linalg.solvers)
ProbabilisticLinearSolver (class in probnum.linalg.solvers)
ProbabilisticNumericalMethod (class in probnum)
probabilities (probnum.randvars._RandomVariableList attribute)
(probnum.randvars.Categorical attribute)
problem (probnum.linalg.solvers.LinearSolverState attribute)
problinsolve() (in module probnum.linalg)
probnum
module
probnum._config
module
probnum.diffeq
module
probnum.diffeq.callbacks
module
probnum.diffeq.odefilter
module
probnum.diffeq.odefilter.approx_strategies
module
probnum.diffeq.odefilter.information_operators
module
probnum.diffeq.odefilter.init_routines
module
probnum.diffeq.perturbed
module
probnum.diffeq.perturbed.scipy_wrapper
module
probnum.diffeq.perturbed.step
module
probnum.diffeq.stepsize
module
probnum.filtsmooth
module
probnum.filtsmooth.gaussian
module
probnum.filtsmooth.gaussian.approx
module
probnum.filtsmooth.optim
module
probnum.filtsmooth.particle
module
probnum.filtsmooth.utils
module
probnum.functions
module
probnum.linalg
module
probnum.linalg.solvers
module
probnum.linalg.solvers.belief_updates
module
probnum.linalg.solvers.belief_updates.matrix_based
module
probnum.linalg.solvers.belief_updates.solution_based
module
probnum.linalg.solvers.beliefs
module
probnum.linalg.solvers.information_ops
module
probnum.linalg.solvers.policies
module
probnum.linalg.solvers.stopping_criteria
module
probnum.linops
module
probnum.problems
module
probnum.problems.zoo
module
probnum.problems.zoo.diffeq
module
probnum.problems.zoo.filtsmooth
module
probnum.problems.zoo.linalg
module
probnum.problems.zoo.quad
module
probnum.quad
module
probnum.quad.integration_measures
module
probnum.quad.kernel_embeddings
module
probnum.quad.solvers
module
probnum.quad.solvers.acquisition_functions
module
probnum.quad.solvers.belief_updates
module
probnum.quad.solvers.initial_designs
module
probnum.quad.solvers.policies
module
probnum.quad.solvers.stopping_criteria
module
probnum.quad.typing
module
probnum.randprocs
module
probnum.randprocs.covfuncs
module
probnum.randprocs.markov
module
probnum.randprocs.markov.continuous
module
probnum.randprocs.markov.discrete
module
probnum.randprocs.markov.integrator
module
probnum.randprocs.markov.utils
module
probnum.randvars
module
probnum.typing
module
probnum.utils
module
probnum.utils.linalg
module
probsolve_ivp() (in module probnum.diffeq)
process_initrv_with_data() (probnum.filtsmooth.particle.BootstrapImportanceDistribution method)
(probnum.filtsmooth.particle.ImportanceDistribution method)
(probnum.filtsmooth.particle.LinearizationImportanceDistribution method)
ProductMatern (class in probnum.randprocs.covfuncs)
proj2coord() (probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.IntegratorTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
ProjectedResidualBeliefUpdate (class in probnum.linalg.solvers.belief_updates.solution_based)
ProjectedResidualInformationOp (class in probnum.linalg.solvers.information_ops)
propose_firststep() (in module probnum.diffeq.stepsize)
push_forward() (probnum.randprocs.GaussianProcess method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess method)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess method)
(probnum.randprocs.markov.integrator.MaternProcess method)
(probnum.randprocs.markov.MarkovProcess method)
(probnum.randprocs.markov.MarkovSequence method)
(probnum.randprocs.RandomProcess method)
Q
QuadratureProblem (class in probnum.problems)
quantile() (probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.RandomVariable method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyRandomVariable method)
R
random_linear_system() (in module probnum.problems.zoo.linalg)
random_sparse_spd_matrix() (in module probnum.problems.zoo.linalg)
random_spd_matrix() (in module probnum.problems.zoo.linalg)
RandomMaxAcquisitionPolicy (class in probnum.quad.solvers.policies)
RandomPolicy (class in probnum.quad.solvers.policies)
RandomProcess (class in probnum.randprocs)
RandomUnitVectorPolicy (class in probnum.linalg.solvers.policies)
RandomVariable (class in probnum.randvars)
rank() (probnum.linops.BlockDiagonalMatrix method)
(probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LambdaLinearOperator method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
RatQuad (class in probnum.randprocs.covfuncs)
reference_state (probnum.diffeq.ODESolverState attribute)
register() (probnum._config.Configuration method)
RelativeMeanChange (class in probnum.quad.solvers.stopping_criteria)
remove() (probnum.randvars._RandomVariableList method)
requires_jax (probnum.diffeq.odefilter.init_routines.ForwardMode attribute)
(probnum.diffeq.odefilter.init_routines.ForwardModeJVP attribute)
(probnum.diffeq.odefilter.init_routines.InitializationRoutine attribute)
(probnum.diffeq.odefilter.init_routines.NonProbabilisticFit attribute)
(probnum.diffeq.odefilter.init_routines.NonProbabilisticFitWithJacobian attribute)
(probnum.diffeq.odefilter.init_routines.ReverseMode attribute)
(probnum.diffeq.odefilter.init_routines.Stack attribute)
(probnum.diffeq.odefilter.init_routines.StackWithJacobian attribute)
(probnum.diffeq.odefilter.init_routines.TaylorMode attribute)
requires_rng (probnum.quad.solvers.initial_designs.InitialDesign attribute)
(probnum.quad.solvers.initial_designs.LatinDesign attribute)
(probnum.quad.solvers.initial_designs.MCDesign attribute)
(probnum.quad.solvers.policies.MaxAcquisitionPolicy attribute)
(probnum.quad.solvers.policies.Policy attribute)
(probnum.quad.solvers.policies.RandomMaxAcquisitionPolicy attribute)
(probnum.quad.solvers.policies.RandomPolicy attribute)
(probnum.quad.solvers.policies.VanDerCorputPolicy attribute)
resample() (probnum.randvars._RandomVariableList method)
(probnum.randvars.Categorical method)
reshape() (probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.RandomVariable method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyRandomVariable method)
residual (probnum.linalg.solvers.LinearSolverState attribute)
ResidualNormStoppingCriterion (class in probnum.linalg.solvers.stopping_criteria)
residuals (probnum.linalg.solvers.LinearSolverState attribute)
reverse() (probnum.randvars._RandomVariableList method)
ReverseMode (class in probnum.diffeq.odefilter.init_routines)
rigidbody() (in module probnum.problems.zoo.diffeq)
roos_arnold() (in module probnum.problems.zoo.quad)
rvlist_to_odesol() (probnum.diffeq.odefilter.ODEFilter method)
(probnum.diffeq.ODESolver method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyRungeKutta method)
(probnum.diffeq.perturbed.step.PerturbedStepSolver method)
S
sample() (probnum.diffeq.odefilter.ODEFilterSolution method)
(probnum.diffeq.ODESolution method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyODESolution method)
(probnum.diffeq.perturbed.step.PerturbedStepSolution method)
(probnum.filtsmooth.gaussian.FilteringPosterior method)
(probnum.filtsmooth.gaussian.KalmanPosterior method)
(probnum.filtsmooth.gaussian.SmoothingPosterior method)
(probnum.filtsmooth.particle.ParticleFilterPosterior method)
(probnum.filtsmooth.TimeSeriesPosterior method)
(probnum.quad.integration_measures.GaussianMeasure method)
(probnum.quad.integration_measures.IntegrationMeasure method)
(probnum.quad.integration_measures.LebesgueMeasure method)
(probnum.randprocs.GaussianProcess method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess method)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess method)
(probnum.randprocs.markov.integrator.MaternProcess method)
(probnum.randprocs.markov.MarkovProcess method)
(probnum.randprocs.markov.MarkovSequence method)
(probnum.randprocs.RandomProcess method)
(probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.RandomVariable method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyRandomVariable method)
scalar (probnum.functions.ScaledFunction attribute)
(probnum.linops.Scaling attribute)
ScalarLike (in module probnum.typing)
ScaledFunction (class in probnum.functions)
Scaling (class in probnum.linops)
scipy_rv (probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
SDE (class in probnum.randprocs.markov.continuous)
seir() (in module probnum.problems.zoo.diffeq)
Selection (class in probnum.linops)
shape (probnum.linops.BlockDiagonalMatrix attribute)
(probnum.linops.Embedding attribute)
(probnum.linops.Identity attribute)
(probnum.linops.IdentityKronecker attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LambdaLinearOperator attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.Selection attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.linops.Zero attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
(probnum.randvars._RandomVariableList attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
ShapeLike (in module probnum.typing)
ShapeType (in module probnum.typing)
size (probnum.linops.BlockDiagonalMatrix attribute)
(probnum.linops.Embedding attribute)
(probnum.linops.Identity attribute)
(probnum.linops.IdentityKronecker attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LambdaLinearOperator attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.Selection attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.linops.Zero attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
smooth() (probnum.filtsmooth.gaussian.Kalman method)
smooth_list() (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent method)
(probnum.filtsmooth.optim.IteratedDiscreteComponent method)
(probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.continuous.SDE method)
(probnum.randprocs.markov.discrete.LinearGaussian method)
(probnum.randprocs.markov.discrete.LTIGaussian method)
(probnum.randprocs.markov.discrete.NonlinearGaussian method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
(probnum.randprocs.markov.Transition method)
smooth_rts() (in module probnum.filtsmooth)
SmoothingPosterior (class in probnum.filtsmooth.gaussian)
solution (probnum.problems.InitialValueProblem attribute)
(probnum.problems.LinearSystem attribute)
(probnum.problems.TimeSeriesRegressionProblem attribute)
solution_generator() (probnum.diffeq.odefilter.ODEFilter method)
(probnum.diffeq.ODESolver method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyRungeKutta method)
(probnum.diffeq.perturbed.step.PerturbedStepSolver method)
(probnum.filtsmooth.optim.GaussNewton method)
(probnum.filtsmooth.optim.StateSpaceOptimizer method)
solve() (probnum.diffeq.odefilter.ODEFilter method)
(probnum.diffeq.ODESolver method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyRungeKutta method)
(probnum.diffeq.perturbed.step.PerturbedStepSolver method)
(probnum.filtsmooth.optim.GaussNewton method)
(probnum.filtsmooth.optim.StateSpaceOptimizer method)
(probnum.linalg.solvers.BayesCG method)
(probnum.linalg.solvers.MatrixBasedPLS method)
(probnum.linalg.solvers.ProbabilisticKaczmarz method)
(probnum.linalg.solvers.ProbabilisticLinearSolver method)
(probnum.linalg.solvers.SymMatrixBasedPLS method)
(probnum.linops.BlockDiagonalMatrix method)
(probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LambdaLinearOperator method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.ProbabilisticNumericalMethod method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
solve_iterator() (probnum.linalg.solvers.BayesCG method)
(probnum.linalg.solvers.MatrixBasedPLS method)
(probnum.linalg.solvers.ProbabilisticKaczmarz method)
(probnum.linalg.solvers.ProbabilisticLinearSolver method)
(probnum.linalg.solvers.SymMatrixBasedPLS method)
sombrero2d() (in module probnum.problems.zoo.quad)
sort() (probnum.randvars._RandomVariableList method)
Stack (class in probnum.diffeq.odefilter.init_routines)
StackWithJacobian (class in probnum.diffeq.odefilter.init_routines)
state_dimension (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent attribute)
(probnum.randprocs.markov.continuous.LinearSDE attribute)
(probnum.randprocs.markov.continuous.LTISDE attribute)
(probnum.randprocs.markov.continuous.SDE attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
states (probnum.diffeq.odefilter.ODEFilterSolution attribute)
(probnum.diffeq.ODESolution attribute)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyODESolution attribute)
(probnum.diffeq.perturbed.step.PerturbedStepSolution attribute)
(probnum.filtsmooth.gaussian.FilteringPosterior attribute)
(probnum.filtsmooth.gaussian.KalmanPosterior attribute)
(probnum.filtsmooth.gaussian.SmoothingPosterior attribute)
(probnum.filtsmooth.particle.ParticleFilterPosterior attribute)
(probnum.filtsmooth.TimeSeriesPosterior attribute)
StateSpaceOptimizer (class in probnum.filtsmooth.optim)
std (probnum.randvars._RandomVariableList attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
std() (probnum.randprocs.GaussianProcess method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess method)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess method)
(probnum.randprocs.markov.integrator.MaternProcess method)
(probnum.randprocs.markov.MarkovProcess method)
(probnum.randprocs.markov.MarkovSequence method)
(probnum.randprocs.RandomProcess method)
step (probnum.linalg.solvers.LinearSolverState attribute)
StepRule (class in probnum.diffeq.stepsize)
StoppingCriterion (class in probnum)
suggest() (probnum.diffeq.stepsize.AdaptiveSteps method)
(probnum.diffeq.stepsize.ConstantSteps method)
(probnum.diffeq.stepsize.StepRule method)
suitesparse_matrix() (in module probnum.problems.zoo.linalg)
SuiteSparseMatrix (class in probnum.problems.zoo.linalg)
sum_polynomials() (in module probnum.problems.zoo.quad)
SumFunction (class in probnum.functions)
summands (probnum.functions.SumFunction attribute)
support (probnum.randvars._RandomVariableList attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
SymMatrixBasedPLS (class in probnum.linalg.solvers)
SymmetricKronecker (class in probnum.linops)
SymmetricMatrixBasedLinearBeliefUpdate (class in probnum.linalg.solvers.belief_updates.matrix_based)
Symmetrize (class in probnum.linops)
symmetrize() (probnum.linops.BlockDiagonalMatrix method)
(probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LambdaLinearOperator method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
T
T (probnum.linops.BlockDiagonalMatrix attribute)
(probnum.linops.Embedding attribute)
(probnum.linops.Identity attribute)
(probnum.linops.IdentityKronecker attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LambdaLinearOperator attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.Selection attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.linops.Zero attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
t0 (probnum.randprocs.markov.continuous.PiecewiseConstantDiffusion attribute)
TaylorMode (class in probnum.diffeq.odefilter.init_routines)
threebody() (in module probnum.problems.zoo.diffeq)
threebody_jax() (in module probnum.problems.zoo.diffeq)
TimeSeriesPosterior (class in probnum.filtsmooth)
TimeSeriesRegressionProblem (class in probnum.problems)
tmax (probnum.randprocs.markov.continuous.PiecewiseConstantDiffusion attribute)
todense() (probnum.linops.BlockDiagonalMatrix method)
(probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LambdaLinearOperator method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
trace() (probnum.linops.BlockDiagonalMatrix method)
(probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LambdaLinearOperator method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
transform_base_measure_realizations() (probnum.diffeq.odefilter.ODEFilterSolution method)
(probnum.diffeq.ODESolution method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyODESolution method)
(probnum.diffeq.perturbed.step.PerturbedStepSolution method)
(probnum.filtsmooth.gaussian.FilteringPosterior method)
(probnum.filtsmooth.gaussian.KalmanPosterior method)
(probnum.filtsmooth.gaussian.SmoothingPosterior method)
(probnum.filtsmooth.particle.ParticleFilterPosterior method)
(probnum.filtsmooth.TimeSeriesPosterior method)
Transition (class in probnum.randprocs.markov)
transition_fun (probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent attribute)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent attribute)
(probnum.randprocs.markov.discrete.LinearGaussian attribute)
(probnum.randprocs.markov.discrete.LTIGaussian attribute)
(probnum.randprocs.markov.discrete.NonlinearGaussian attribute)
transition_fun_jacobian (probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent attribute)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent attribute)
(probnum.randprocs.markov.discrete.LinearGaussian attribute)
(probnum.randprocs.markov.discrete.LTIGaussian attribute)
(probnum.randprocs.markov.discrete.NonlinearGaussian attribute)
transition_matrix (probnum.randprocs.markov.discrete.LTIGaussian attribute)
transition_matrix_fun (probnum.randprocs.markov.discrete.LinearGaussian attribute)
(probnum.randprocs.markov.discrete.LTIGaussian attribute)
transpose() (probnum.linops.BlockDiagonalMatrix method)
(probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LambdaLinearOperator method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
(probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.RandomVariable method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyRandomVariable method)
tril_to_positive_tril() (in module probnum.utils.linalg)
U
uniform_to_gaussian_quadprob() (in module probnum.problems.zoo.quad)
update_in_place() (probnum.randprocs.markov.continuous.ConstantDiffusion method)
(probnum.randprocs.markov.continuous.Diffusion method)
(probnum.randprocs.markov.continuous.PiecewiseConstantDiffusion method)
V
van_der_corput_sequence() (probnum.quad.solvers.policies.VanDerCorputPolicy static method)
VanDerCorputPolicy (class in probnum.quad.solvers.policies)
vanderpol() (in module probnum.problems.zoo.diffeq)
vanderpol_jax() (in module probnum.problems.zoo.diffeq)
var (probnum.randvars._RandomVariableList attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
var() (probnum.randprocs.GaussianProcess method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess method)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess method)
(probnum.randprocs.markov.integrator.MaternProcess method)
(probnum.randprocs.markov.MarkovProcess method)
(probnum.randprocs.markov.MarkovSequence method)
(probnum.randprocs.RandomProcess method)
W
WeightedPredictiveVariance (class in probnum.quad.solvers.acquisition_functions)
WhiteNoise (class in probnum.randprocs.covfuncs)
wiener_process_dimension (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent attribute)
(probnum.randprocs.markov.continuous.LinearSDE attribute)
(probnum.randprocs.markov.continuous.LTISDE attribute)
(probnum.randprocs.markov.continuous.SDE attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.IntegratorTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
WrappedSciPyContinuousRandomVariable (class in probnum.randvars)
WrappedSciPyDiscreteRandomVariable (class in probnum.randvars)
WrappedScipyODESolution (class in probnum.diffeq.perturbed.scipy_wrapper)
WrappedSciPyRandomVariable (class in probnum.randvars)
WrappedScipyRungeKutta (class in probnum.diffeq.perturbed.scipy_wrapper)
X
x (probnum.linalg.solvers.beliefs.LinearSystemBelief attribute)
Z
Zero (class in probnum.functions)
(class in probnum.linops)